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On the underestimation of risk in hedge fund performance persistence: geolocation and investment strategy effects

Author

Listed:
  • Klubinski, William
  • Verousis, Thanos
Abstract
Despite the exponential increase in the literature related to the performance of Alternative Investment Funds (AIFs), risk management with respect to the measurement of performance persistence remains largely unexplored. In this paper, we investigate the impact of geolocation and investment strategy effects on the estimation of risk in performance persistence measurement dynamics. This aspect of risk in performance persistence is crucial as it allows us to show the combined effects of geolocation and investment strategy choice on risk-adjusted performance persistence. We report strong performance persistence when analysing the individual domicile or strategy. However, as we move to consider a combination of both domicile and the investment strategy, we can observe diminished persistence as well as its loss and reversal. The results of our cross-comparison show that the sole reliance on the individual domicile/investment strategy focused clusters can be grossly misleading and lead to capital losses.

Suggested Citation

  • Klubinski, William & Verousis, Thanos, 2019. "On the underestimation of risk in hedge fund performance persistence: geolocation and investment strategy effects," MPRA Paper 109766, University Library of Munich, Germany, revised 03 May 2021.
  • Handle: RePEc:pra:mprapa:109766
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    References listed on IDEAS

    as
    1. Brown, Stephen J & Goetzmann, William N, 1995. "Performance Persistence," Journal of Finance, American Finance Association, vol. 50(2), pages 679-698, June.
    2. A. Harri & B. W. Brorsen, 2004. "Performance persistence and the source of returns for hedge funds," Applied Financial Economics, Taylor & Francis Journals, vol. 14(2), pages 131-141.
    3. Martin Eling, 2009. "Does Hedge Fund Performance Persist? Overview and New Empirical Evidence," European Financial Management, European Financial Management Association, vol. 15(2), pages 362-401, March.
    4. Ravi Jagannathan & Alexey Malakhov & Dmitry Novikov, 2010. "Do Hot Hands Exist among Hedge Fund Managers? An Empirical Evaluation," Journal of Finance, American Finance Association, vol. 65(1), pages 217-255, February.
    5. Carl Ackermann & Richard McEnally & David Ravenscraft, 1999. "The Performance of Hedge Funds: Risk, Return, and Incentives," Journal of Finance, American Finance Association, vol. 54(3), pages 833-874, June.
    6. Capocci, Daniel & Hubner, Georges, 2004. "Analysis of hedge fund performance," Journal of Empirical Finance, Elsevier, vol. 11(1), pages 55-89, January.
    7. Liang, Bing, 2000. "Hedge Funds: The Living and the Dead," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(3), pages 309-326, September.
    8. Baquero, Guillermo & ter Horst, Jenke & Verbeek, Marno, 2005. "Survival, Look-Ahead Bias, and Persistence in Hedge Fund Performance," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(3), pages 493-517, September.
    9. Brown, Stephen J & Goetzmann, William N & Ibbotson, Roger G, 1999. "Offshore Hedge Funds: Survival and Performance, 1989-95," The Journal of Business, University of Chicago Press, vol. 72(1), pages 91-117, January.
    10. Bali, Turan G. & Brown, Stephen J. & Caglayan, Mustafa Onur, 2011. "Do hedge funds' exposures to risk factors predict their future returns?," Journal of Financial Economics, Elsevier, vol. 101(1), pages 36-68, July.
    11. Rania Hentati & Philippe de Peretti, 2015. "Generalized runs tests to detect randomness in hedge funds returns," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01299827, HAL.
    12. Zheng Sun & Ashley Wang & Lu Zheng, 2012. "The Road Less Traveled: Strategy Distinctiveness and Hedge Fund Performance," The Review of Financial Studies, Society for Financial Studies, vol. 25(1), pages 96-143.
    13. Vikas Agarwal, 2004. "Risks and Portfolio Decisions Involving Hedge Funds," The Review of Financial Studies, Society for Financial Studies, vol. 17(1), pages 63-98.
    14. Daniel Capocci & Albert Corhay & Georges Hubner, 2005. "Hedge fund performance and persistence in bull and bear markets," The European Journal of Finance, Taylor & Francis Journals, vol. 11(5), pages 361-392.
    15. Carpenter, Jennifer N. & Lynch, Anthony W., 1999. "Survivorship bias and attrition effects in measures of performance persistence," Journal of Financial Economics, Elsevier, vol. 54(3), pages 337-374, December.
    16. Agarwal, Vikas & Naik, Narayan Y., 2000. "Multi-Period Performance Persistence Analysis of Hedge Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(3), pages 327-342, September.
    17. Do, Viet & Faff, Robert & Veeraraghavan, Madhu, 2010. "Performance persistence in hedge funds: Australian evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 20(4), pages 346-362, October.
    18. Franklin R. Edwards & Mustafa Onur Caglayan, 2001. "Hedge Fund Performance and Manager Skill," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 21(11), pages 1003-1028, November.
    19. Aggarwal, Rajesh K. & Jorion, Philippe, 2010. "The performance of emerging hedge funds and managers," Journal of Financial Economics, Elsevier, vol. 96(2), pages 238-256, May.
    20. Rania Hentati & Philippe de Peretti, 2015. "Generalized runs tests to detect randomness in hedge funds returns," Post-Print hal-01299827, HAL.
    21. Steri, Roberto & Giorgino, Marco & Viviani, Diego, 2009. "The Italian hedge funds industry: An empirical analysis of performance and persistence," Journal of Multinational Financial Management, Elsevier, vol. 19(1), pages 75-91, February.
    22. Kosowski, Robert & Naik, Narayan Y. & Teo, Melvyn, 2007. "Do hedge funds deliver alpha? A Bayesian and bootstrap analysis," Journal of Financial Economics, Elsevier, vol. 84(1), pages 229-264, April.
    23. María dela O. González & Nicolas A. Papageorgiou & Frank S. Skinner, 2016. "Persistent Doubt: An Examination of Hedge Fund Performance," European Financial Management, European Financial Management Association, vol. 22(4), pages 613-639, September.
    24. Fung, William & Hsieh, David A, 1997. "Empirical Characteristics of Dynamic Trading Strategies: The Case of Hedge Funds," The Review of Financial Studies, Society for Financial Studies, vol. 10(2), pages 275-302.
    25. Manuel Ammann & Otto Huber & Markus Schmid, 2013. "Hedge Fund Characteristics and Performance Persistence," European Financial Management, European Financial Management Association, vol. 19(2), pages 209-250, March.
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    More about this item

    Keywords

    hedge funds; persistence; performance;
    All these keywords.

    JEL classification:

    • F3 - International Economics - - International Finance
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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